## Compute ICI scores for a set of test data:
# Train a spec table given initial expression data
spec_table <- compute_spec_table(expression_data = test_spec,
bin_method = "Efroni",
mean_method = "median",
l = 5, u = 3)
# For new cell profiles, compute ICI scores
ici_scores <- compute_ici_scores(expression_data = test_ici,
spec_table = spec_table,
n_iterations = 1000,
sig = TRUE,
information_level = 10,
min_spec_score = 0)
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